Tensorflow Implementation of the state-of-art deep learning-based clustering and anomaly detection methods.

• DL based clustering approach
  • DEC: Unsupervised deep embedding for clustering analysis. ICML 2016.
  • DCN: Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering. ICML 2017.
• DL based anomaly detection
  • DAGMM: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection. ICLR, 2018.
• GPU version of tsne.